An innovative concept to safeguard visual media against generative AI. This repository is the main hub for the 'Adaptive Spider Web' project, detailing its layered defense, dynamic noise structure, and the verification app concept

A didactic, generational framework for neuro-symbolic cognitive AI. Teaching not training.

A rule-based foundational ontology and applied physics framework exploring definition discipline, spacetime resistance, gravity, cognition, and field-first engineering.

KAD Theory — The Theory of Domain (Kinetic Alignment of Domains)

Universal framework for understanding creativity across all human domains, revealing a consistent structure where Layers 1. Seed and 4. Presentation are heavily creative, while 2. Expansion and 3. Detail are rote-leaning

This study proposes Agentic Causal World Models (ACWM), a conceptual framework intended to incorporate capabilities into agentic artificial intelligence systems. In contrast to prevailing agent architectures that prioritize sequential planning and reactive execution

A conceptual "herd immunity" protocol for a secure and interoperable IoT ecosystem

This research preprint presents a comprehensive conceptual framework aimed at demystifying modern system design by connecting fundamental principles with real-world architectural practices.

Sebuah konsep inovatif untuk menjaga media visual dari penyalahgunaan AI generatif. Repositori ini adalah hub utama untuk proyek 'Adaptive Spider Web', yang merinci pertahanan berlapis, struktur noise dinamis, dan konsep aplikasi verifikasinya

A conceptual, biosemiotic-inspired security framework designed to identify and dismantle parasitic, self-detrimental feedback loops through epistemic paradigm shifts. to help direct a Kuhnian paradigm shift within an entity or system.

A digital immune system designed to detect and neutralize identity-based threats from within an organization

A conceptual architecture designed to make file-based malware attacks fundamentally impossible

CMDDS for PAPO‑Heatwaves: a policy‑aware, opportunity‑oriented simulation specification. Fork to model heat response in your city.

Conceptual system architecture and hardware-agnostic interface design framework.

Constraint-Native Infrastructure Governance (CNIG) is a conceptual framework for reasoning about admissible system states within reachable state space under composition constraints before execution.

A Universal Conceptual Framework for Goals, Strategies, Evaluation References and Structured Reasoning

A next-gen architecture for LLM memory handling.

A conceptual framework proposed by Celis to describe AI's insentient weakness, semantic-weight imbalance, and value-trajectory distortion. Public timestamp of authorship. Full manuscript remains private.

System thinking perspective on individual and collective human behaviour entwined with environment/information system

Conceptual AI framework for the AEROSONIC Sonifier ecosystem. Describes agents, architecture and data flows for real‑time weather‑driven musical systems. No code or proprietary implementation included.